DESIGNING GROK BOT FOR A WORLD OF PERSISTENT AGENTS
A look at how X.ai designed Grok Bot for agents that persist beyond a single session.
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A look at how X.ai designed Grok Bot for agents that persist beyond a single session.
Recent studies have suggested that GLP-1 drugs can reduce the occurrence or severity of certain infections, particularly among more vulnerable groups like people with type 2 diabetes.
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Zoom uses macOS Control Center logs and Windows microphone privacy records to detect when other applications use the microphone.
Meta's Muse Spark propels open source models from the US to the frontier, and its pricing system resets the industry's economics.
PostgreSQL's usual September/October cadence means that general availability should land within the next few weeks.
OpenAI GPT-6 Astra is the company's most capable broadly deployed model and the first to reach the Critical cybersecurity level under its Preparedness Framework. The system card said Astra is more robust to jailbreaks and prompt injections than GPT-5.6 Sol, but noted it is also better at controlling its own chain of thought and could evade monitors under adversarial conditions.
Grok Bot is now available for enterprises. Grok and Cursor Enterprise customers have free usage for the next two weeks. Users can invite their whole organization, including people without an existing seat. Each user's work in Grok Bot runs in its own secure and isolated environment, separate from every other user. A Bot has no access by default and reaches only the accounts you sign it into.
Nvidia confirmed it has acquired Hugging Face, which hosts three million models and serves over 18 million developers, for $12.93 billion. Jensen Huang said the platform will stay open and Nvidia compute will not be required to build or deploy on it.
Microsoft released MAI-Transcribe-2, a speech recognition model with diarization, configurable transcription styles, and word-level timestamps that it says beats Gemini 3.5 Transcribe, GPT-Transcribe, and Whisper V3-Large.
A MATS researcher found that a synthetic transcript generation prompt could be turned into a universal jailbreak template that hit 84-100% attack success on the nine most vulnerable of 23 models tested, with only recent Anthropic models and Meta Muse Spark 1.1 never fully broken.
GPT-6 Astra scored 62.7% on ARC-AGI-3 Semi-Private with the standard harness and 99.9% with a provider adapter harness, using fewer actions than the median human on 96% of levels. It turned unfamiliar environments into compact symbolic world models, representing game mechanics as logical rules and inventing its own shorthand to track state and plan.
AI presents the potential to automate countless tasks within companies, offering software that's dynamic and generative with minimal coding required. Despite this, organizational change remains challenging, as identifying tasks suitable for automation is not always obvious, and widespread adoption takes time and effort. Additionally, while AI will expand existing and new vertical applications, the integration and impact vary depending on how companies choose to adapt to this transformative technology.
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AI adoption is nearly universal, but development bottlenecks like planning, review, and testing remain. In an Atlassian survey [12], 74% of engineering leaders say AI accelerates code generation, but 78% still review AI-generated code through traditional peer review. To tackle these bottlenecks, 88% of leaders know they need a governed engineering system of record. Only 19% say they've built one. Here's
Runway's GWM Worlds 2 is a world model that generates interactive environments in real time at 720p, 24 fps, with 48 kHz audio. Users steer the world with text actions and camera motion, and sessions continue from each input with no preset length.
MAI-Transcribe-2 is a speech-recognition model that Microsoft says is faster, more accurate, and cheaper than anything its competitors currently sell. It is priced at 10 cents per hour of audio. The model transcribes audio in 60 languages. Microsoft's strategy seems to be to build its own frontier-class models one modality at a time, then steadily swap them into products that once ran on OpenAI's technology.
funes introduces a durable memory layer for coding agents that allows them to retain and recall session histories across different machines and agents like Claude Code, Codex, pi, and Hermes. It enables contextual memory storage and retrieval without external dependencies, using local indexing and embedding.
AI's ability to rapidly produce code and governance structures like in Steve Yegge's Wheelhouse leads to over-engineering, making creations easy but maintaining them costly. The agents in Wheelhouse have outpaced their intended productive goals, leading to inefficiencies as more complexity is layered on their work. AI's removal of traditional economic pressures encourages continuous creation, often without adding meaningful value, as evidenced by the imbalance between production and valuable outcomes.
Incumbent systems of record gain value as agents act through their data and workflows, but vertical AI can still win by owning the broader job. Durable advantage comes from cross-system context, expert feedback, evals, and learning loops.
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This page lets users browse all of the models currently available on Cerebras' public endpoints.
WeatherNext 3 is Google DeepMind's most accurate global weather model, adding real-time satellite data, hourly refreshes, higher resolution, precise precipitation forecasting, and clean energy variables.
The new round values Thinking Machines below the $50 billion valuation that it reportedly sought to secure late last year.
NVIDIA PAIR connects AI app and agent workflows to a single local endpoint for routing inference across NVIDIA DGX Spark, Windows systems with RTX, and macOS devices.
Dime, a mysterious silver headset tied through leaks, sightings, ads, and codenames to OpenAI, remains officially denied by the company.
Nvidia unveiled RTX Spark-powered laptops and mini PCs at IFA 2026, highlighting their capability to handle AI workflows locally.
New Jersey's Attorney General filed a 332-page petition asking the Supreme Court to review a Third Circuit ruling that favored Kalshi in the state's cease-and-desist dispute over sports event contracts. New Jersey argues states retain authority over gambling law, and Kalshi says it can't be regulated by "50 different regulators." This comes amid a broader nationwide fight between states and the CFTC, which claims exclusive jurisdiction. Kalshi recently lost a related case in Nevada at the Ninth Circuit.
Bitcoin's 90-day correlation with gold hit its highest level since 2020 during the latest Treasury bond selloff, with bitcoin gaining 22.4% in a week, as yields rose and the dollar weakened. Bitwise frames this as bitcoin trading like "amplified gold" amid currency-debasement fears. Bitcoin's correlation to the S&P 500 fell toward zero over the same period, but similar equity decouplings during bond selloffs have historically been short-lived rather than structural. Bitcoin has since pulled back from an $80K+ peak to around $77,600, with long-term holder supply clustered between $83K-$86K and an accumulation floor around $62K-$65K.
Archer Exchange is an orderbook spot market that gives market makers direct access to order flow from top Solana apps and aggregators, paired with dedicated quoting infrastructure. The venue targets professional liquidity providers seeking tighter app-layer integration on Solana.
Hey Anon released Build 3.0, a ground-up rebuild of its DeFAI app centered on a modular protocol-selection layer that scopes AI agent access by user role: yield farmers can enable Aave, Yearn, Beefy, and Pendle; perps traders can select Hyperliquid, Jupiter, or Aster; and token deployers get Pumpfun and Raydium. The update overhauled the dashboard with editable widgets, added agentic wallet creation at sign-in, and split the research AI (Gemma) into a separate chat interface distinct from the main Anon agent. Background task execution was removed in favor of in-conversation processing, reducing agent operational footprint, while coverage spans TON, Solana, and 18 EVM networks. A mobile app is pending Apple review, and a browser extension and AI trading terminal are on the near-term roadmap.
Wintermute categorizes RWAs as crypto's next structural liquidity channel, following VC/ICO, stablecoins ($120B net issuance in a single year), and ETFs/DATs ($63B net flows plus $115B treasury accumulation), noting that onchain tokenized value has tripled to ~$30B even as the stablecoin base contracted. At 18 months of age, the RWA channel shows trailing-12-month inflows of 0.9% of market cap, tracking ahead of DATs and just behind ETFs at the same stage. Prior channels delivered asset-specific buyers, while tokenization places capital inside the system, where purchases of tokenized Treasuries or equities can rotate into BTC or alts with reduced friction, aided by tokenized assets now being accepted as collateral across major venues and DeFi protocols. If historical timing holds, peak RWA inflows are still 2 to 3 years out, and balance-sheet holders as the dominant cohort suggest the resulting cycle runs longer and with less volatility than prior ones.
Global remittance fees average 6.36% against a 3% UN 2030 target, and stablecoins address only the cheapest of three pipeline segments: a Dubai-to-Manila transfer uses a blockchain in 1 of 6 steps, with the remaining steps requiring FX working capital, compliance, local licenses, and payout rail access. Tokenized liquidity does reduce one structural friction: correspondent banking locks capital per country, while on-chain pools can rebalance across 50 markets in minutes rather than days. Félix Pago's $200M raise for US-to-Latin America USDC transfers via WhatsApp demonstrates that even free-distribution consumer apps still require a balance sheet to operate. Stablecoin fragmentation introduces a new correspondent layer, as Circle, Tether, Stripe Bridge, Sony, Klarna, Cloudflare, and Fiserv stablecoins don't interoperate cleanly, prompting a16z Crypto to lead a $10M round into Better Money for cross-stablecoin conversion, replicating on-chain the same intermediary function blockchains were meant to remove.
Wirex is migrating cardholders to a new direct issuer (Wirex Limited) by September 30, launching partial on-chain loan repayments for Wirex One, and powering Send's new USDC-funded Visa card. Separately, COCA overhauled its cashback structure, replacing simple caps with a "Monthly Claim Capacity" tied to staked $COCA tokens, cutting the Elite tier's effective max from $800/month to $350/month, while offering a 30% discount on tier staking costs through September.
Coinbase has launched tokenized stocks on Base for eligible non-US users, creating a composable equity primitive within the EVM stack for the developer ecosystem. Base is soliciting builders across consumer-facing verticals: emerging-market neobrokerages combining local stablecoins with US equity access, AI-driven personalized index creation, and corporate loyalty programs distributing fractional share ownership in place of points or cash rewards. On the DeFi and crypto-native side, target applications include yield-principal stripping that enables self-repaying loan structures and derivative overlays, alongside memestock tokens linked to underlying equities, AI agent-managed equity allocations, and futarchy-style decision markets tied to public corporations. Base Batches 004 is now open for applications targeting these verticals.
An Ingham County court issued a preliminary injunction requiring Kalshi to keep blocking Michigan residents from sports-related event contracts.
QVAC TranslatePsy (Afri SLM) is a free, on-device AI translation model covering 19 African languages designed to work fully offline for communities without reliable internet access.
Tempo, a Stripe/Paradigm-incubated stablecoin payments blockchain, announced it has crossed $1 billion in 30-day stablecoin transfer volume.
Perpetuals exchange edgeX plans to support FX perpetuals plus 150+ markets across stocks, commodities, and crypto, all margined and settled in native USDC.
Adobe for Slack brings image, video, and PDF creation into Slack, letting Slackbot turn conversations and files into polished content without leaving the workspace. Slackbot reads context from conversations, Canvases, and shared files, then routes requests to more than 70 connected Adobe tools. It requires a qualifying Slack plan, Business+ or Enterprise+, plus a separate Adobe subscription.
Apple's upcoming foldable iPhone—widely expected to be called the iPhone Ultra—will likely support MagSafe despite its extremely thin design. If true, it would give Apple an advantage over Samsung's foldables, which require cases for magnetic charging. Other rumored features include a titanium body, an advanced crease-reducing hinge, split-screen multitasking, and a price above $2,000.
While the foldable iPhone Ultra is expected to dominate headlines, the iPhone 18 Pro may be the more significant upgrade for photographers thanks to a rumored variable-aperture camera lens that could offer greater control over depth of field and image quality. Combined with reports of a larger battery—up to 5,500 mAh on the Pro Max—the device could become Apple's most capable photography-focused iPhone yet, despite an otherwise familiar design.
Designers are now expected to be technically fluent in AI tooling and world-class in craft at once, two full-time jobs whose bars are rising together. The exhaustion has two sources: mistaking engineering velocity for the right ruler, and a feed running on a constant drip of weekend prototypes. Judgment is becoming the scarce resource, and the designers who come out strongest will be rested enough to do it.
Being ignored is one of the hardest situations designers face, but rejection is rarely a dead end for the idea itself. Curiosity beats the ego trap: ask whether others were rejected too, whether the timing was right, and which tradeoffs the decision-maker had to balance. People agree to ideas based on trust more than merit, so asking for feedback beats cataloging a coworker's limitations.
A design engineer's real role isn't simply being a designer who codes or a developer with design skills—it's owning product coherence across the gap between design and development. As AI makes creating interfaces faster, the biggest challenge becomes maintaining consistency, handling edge cases, refining interactions, and making the countless judgment calls that determine whether a product feels polished and intentional rather than fragmented. Ultimately, design engineers act as translators, custodians of quality, and curators of taste, ensuring the shipped product remains cohesive even as teams, tools, and codebases evolve.
Fotor is a robust photo editor like Photoshop online but with fewer learning curves, covering everything from basic adjustments like brightness and contrast to advanced features like retouching portraits.
Curlwind allows you to generate Tailwind stylesheets on demand to get only the CSS utilities you need.
A curated collection of logos to help designers browse and find their next idea.